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IBM SPS-201 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Introduction to Data Analytics with SPSS Modeler | - Data analytics lifecycle and CRISP-DM methodology - Overview of IBM SPSS Modeler environment and use cases |
| Topic 2: Data Preparation and Transformation | - Data transformation, aggregation, and derivation - Data cleaning, handling missing values, and outliers |
| Topic 3: Model Deployment and Business Application | - Interpreting model outputs for stakeholders - Deploying models for business decision-making |
| Topic 4: Predictive Modeling with SPSS Modeler | - Feature selection and model tuning - Building predictive models using streams |
| Topic 5: Model Building and Evaluation | - Clustering and association analysis - Model evaluation and validation methods - Classification and regression techniques |
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